Waste disposal facilities monitoring based on high-resolution information features of space images

Abstract

In the article there is represented and solved the problem of space images recognition for the presence of solid household and industrial waste without binarization. The methods of stochastic geometry and mathematical analysis are used. In the work there is proposed an algorithm based on a trace transformation using discrete orthogonal transformations (DOT) to minimize the attribute space and carry out studies on correctness by Tikhonov. For the implementation of the algorithm there are used elements of mathematical analysis, wavelet analysis, functional analysis, theory of discrete orthogonal transformations, methods for deciphering space images in the problem of stochastic scanning of space images based on the formation of a triplet attribute with minimization of attribute space using DOT. The development a trace matrices and the selection of informative features by stochastic geometry to find WDF from high-resolution space images are investigated from the point of view of DOT apparatus application. A study of the sustainability task was also performed. The proposed technique was tested using the example of space photographs with a WDF image. Conclusions are drawn on the use of the method proposed in this article for the task of automatic computer generation and selection of informative features for determining waste disposal facilities from high-resolution space images. It is proposed to use the Tikhonov regularization method to introduce stability in this task.

Methodology for forecasting changes in tourist flow in conditions of emergency situations using remote sensing technologies

“…It is necessary to use a set of mathematical models that describe the patterns of sustainable development of the tourism industry [4,5]. In addition, to conduct accurate research, it is necessary to use technologies and data from space monitoring (SM) through remote sensing, which contributes to sustainability in environmental monitoring for environmental violations in recreational areas [6][7][8].…”

“…The average daily amount of water used by citizens from all possible sources in a calendar year Author's development Let us formalize the internal model using (8):…”

Space monitoring to control the dynamics of changes in the resource potential of the tourist business under conditions of increased risk of emergencies

“…And in general, the misuse of nature, in our interpretation of recreational resources, can increase the degradation of the natural environment. This can be seen in the example of the use of unauthorized spontaneous landfills or WDFs [7,[12][13][14][15][16][17][24][25][26][27][28][29].…”